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1. APE APE Public

   [CVPR 2024] Aligning and Prompting Everything All at Once for Universal Visual Perception

   Python 609 46

2. VITA-MLLM/Long-VITA VITA-MLLM/Long-VITA Public

   ✨✨Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

   Python 315 29

3. VITA-MLLM/VITA-Audio VITA-MLLM/VITA-Audio Public

   ✨✨[NeurIPS 2025] VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model

   Python 695 62

4. TencentCloudADP/youtu-parsing TencentCloudADP/youtu-parsing Public

   Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding && Youtu-Parsing-Omni: One Encoder, One Schema, Every Modality

   Python 111 8

5. facebookresearch/detectron2 facebookresearch/detectron2 Public

   Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

   Python 34.9k 7.9k

6. open-compass/VLMEvalKit open-compass/VLMEvalKit Public

   Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

   Python 4.4k 776